Towards Codebook-Free Deep Probabilistic Quantization for Image Retrieval
As a classical feature compression technique, quantization is usually coupled with inverted indices for scalable image retrieval. Most quantization methods explicitly divide feature space into Voronoi cells, and quantize feature vectors in each cell into the centroids learned from data distribution....
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 1 vom: 13. Jan., Seite 626-640
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| Auteur principal: |
Wang, Min
(Auteur) |
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| Autres auteurs: |
Zhou, Wengang,
Yao, Xin,
Tian, Qi,
Li, Houqiang |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2024
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Journal Article |
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